weary - Story 167613 | Emotion Vectors in Gemma4-31B

The drive there had been torture, each mile a test of her resolve. Rain lashed against the windshield, mirroring the storm inside her. Sarah pulled into the parking lot, the venue a blaze of light and happy chatter. She considered turning the car around.

She felt a deep, bone-deep tiredness she couldn't shake. Her shoulders slumped as she gathered herself, the air in her lungs feeling thin. She’d been juggling so many things lately – her job, her failing relationship, the pressures of being the ‘strong’ one in the family.

She opened the car door, the cold air hitting her face. The prospect of standing in front of everyone and pretending to be delighted felt like climbing a mountain. The effort required was almost overwhelming.

Emotion: weary

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.52 Negative

PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:

`S`	0.384
`😞`	0.288
`sighed`	0.230
`ness`	0.210
`😪`	0.203

Suppressed:

`de`	-0.339
`l`	-0.300
`!`	-0.222
`la`	-0.221
`🤟`	-0.198